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. 2013 May 23;9(5):e1003080. doi: 10.1371/journal.pcbi.1003080

Figure 4. Subjects' models in probability choices in Experiment 1.

Figure 4

Each circle denotes one subject. Error bars denote 95% confidence intervals. Inline graphic and Inline graphic are the variance and anisotropy parameters of the true distribution Inline graphic (Eq. 3). Inline graphic and Inline graphic are their counterparts in the subject's model Inline graphic (Eq. 4). A. Inline graphic plotted against Inline graphic . Among the 18 subjects, 10 subjects (the Gaussian type, in green) were better fit by the Gaussian model, who had internal variance close to true (Inline graphic close to 1) but who underestimated the vertical anisotropy of their true distribution (Inline graphic). The remaining 8 subjects (the area-matching type, in gray) were better fit by the area-matching model, as if they were comparing the areas rather than the probabilities of hit of the targets. Four subjects of the area-matching type resulted in too large Inline graphic (13, 19, 57, 889) and were not plotted. b. Inline graphic plotted against Inline graphic for subjects of the Gaussian type. Note that Inline graphic was close to 1 regardless of the value of Inline graphic for most subjects. That is, the distribution was incorrectly assumed to be isotropic in subjects' model.